Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
Steven Drucker
Partner Research Manager
Publications
Publications by Year
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How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
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What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
Strategies for Reuse and Sharing among Data Scientists in Software Teams
Will Epperson, April Wang, Robert DeLIne, Steven Drucker
ICSE 2022 | May 2022
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
CHI 2022 | April 2022
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Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
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InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations
Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Drucker, Fereshteh Amini, Ken Hinckley
CHI 2020 | March 2020
(to appear)
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AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
A system for real-time interactive analysis of deep learning training
Shital Shah, Roland Fernandez, Steven Drucker
EICS | June 2019
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
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Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Published by Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Published by SpringerLink | 2018, Vol 11190
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Published by Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Published by Taylor Francis | 2018
ISBN: 9781315281575
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
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Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE '16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
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Texture from Touch
Natural Computation | Published by MIT Press | 2015 | Natural Computation edition
FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
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PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
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A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
Stat! – An Interactive Analytics Environment for Big Data
Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
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Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
Quality Prediction for Image Completion
Johannes Kopf, Wolf Kienzle, Steven Drucker, Sing Bing Kang
Proceedings of ACM SIGGRAPH Asia | September 2012
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
TimeSlice: Interactive Faceted Browsing of Timeline Data
Jian Zhao, Steven Drucker, Danyel Fisher, Donald Brinkman
AVI'12: Proceedings of the International Working Conference on Advanced Visual Interfaces, Capri Island, Italy | May 2012
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
Published by Microsoft
Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
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Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
A data parallel algorithm for raytracing of heterogeneous databases
Peter Schroder, Steven Drucker
Proceedings of the conference on Graphics interface'92 table of contents | May 2011
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ImageFlow: Streaming Image Search
Varun Jampani, Gonzalo Ramos, Steven Drucker
MSR-TR-2010-148 | November 2010
Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
Embodied Social Proxy: Connecting Hub-and-Satellite Teams
Gina Venolia, John Tang, Ruy Cervantes, Sara Bly, George Robertson, Kori Inkpen, Steven Drucker, Bongshin Lee
Proceedings of CSCW 2010 | February 2010
Proceedings of CSCW 2010
This abstract and video were part of the CSCW 2010 Video program.
Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
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Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
Attaching UI enhancements to websites with end users
Michael Toomim, Steven Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
Proceedings of the 27th international conference on Human factors in computing systems
ISBN: 978-1-60558-246-7
Exploring websites through contextual facets
Yevgeniy Medynskiy, Mira Dontcheva, Steven Drucker
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
ISBN: 978-1-60558-246-7
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Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2
ISBN: 978-1-906124-06-9
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Changes in Webpage Structure over Time
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
TR2007-04-02 | April 2007
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections
Gang Hua, Paul Viola, Steven Drucker
Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on | January 2007
Relations, Cards, and Search Templates: User-Guided Web Data Integration and Layout
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
Proceedings of the 20th annual ACM symposium on User Interface Software and Technology | January 2007
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The Cartoon Animation Filter
Jue Wang, Steven Drucker, Maneesh Agrawala, Michael Cohen
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2006) | July 2006
ISBN: 1-59593-364-6
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC '06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
Dance Your Work Away: Exploring Step User Interfaces
Brian Meyers, A.J. Brush, Steven Drucker, Marc A. Smith, Mary Czerwinski
April 2006
Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
Find that photo!: interface strategies to annotate, browse, and share
Ben Shneiderman, Benjamin B. Bederson, Steven Drucker
Commun. ACM | January 2006, Vol 49: pp. 69-71
Summarizing Personal Web Browsing Sessions
Mira Dontcheva, Steven Drucker, Geraldine Wade, David Salesin, Michael Cohen
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
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The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
v4v: a View for the Viewer
Mira Dontcheva, Steven Drucker, Michael Cohen
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
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Interactive digital photomontage
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, Michael Cohen
ACM Transactions on Graphics (TOG) | January 2004, Vol 23: pp. 294-302
MediaBrowser: reclaiming the shoebox
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
Proceedings of the working conference on Advanced visual interfaces | January 2004
Proceedings of the working conference on Advanced visual interfaces
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Photo-triage: Rapidly annotating your digital photographs
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
MSR-TR-2003-99 | December 2003
Image Stacks
Michael Cohen, Alex Colburn, Steven Drucker
MSR-TR-2003-40 | July 2003
Spectator Games: A New Entertainment Modality For Networked Multiplayer Games
Steven Drucker, Li-wei He, Michael Cohen, Curtis Wong, Anoop Gupta
MSR-TR-2003-105 | January 2003
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The Visual Decision Maker – A Movie Recommender for Co-Located Users
Tim Regan, Steven Drucker, Markus Lofstrom, Asta Glatzer
MSR-TR-2002-77 | October 2002
SmartSkip: Consumer Level Browsing and Skipping of Digital Video Content
Steven Drucker, Asta Roseway, Steven De Mar, Curtis Wong
Proceedings of the SIGCHI conference on Human factors in computing systems: Changing our world, changing ourselves | April 2002
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Flatland: Rapid Prototyping of Distributed Internet Applications
Harry Chesley, Greg Kimberly, Steven Drucker, Anoop Gupta, Steve White
MSR-TR-2001-73 | August 2001
Token TV: Sharing Preferences for Television DVR Recording
Curtis Wong, Steven Drucker
April 2001
Graphical Enhancements for Voice Only Conference Calls
R. Alex Colburn, Michael Cohen, Steven Drucker, Anoop Gupta, Scott LeeTiernan, Scott Counts
MSR-TR-2001-95 | October 2001
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The Role of Eye Gaze in Avatar Mediated Conversational Interfaces
R. Alex Colburn, Michael Cohen, Steven Drucker
MSR-TR-2000-81 | July 2000
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The Effect of Communication Modality on Cooperation in Online Environments
Steven Drucker, Shelly D. Farnham, Carlos Jensen, Peter Kollock
MSR-TR-99-75 | September 1999
The Social Life of Small Graphical Chat Spaces
Marc A. Smith, Steven Drucker, Shelly D. Farnham
September 1999
Moving from MOOs to Multi-User Applications
May 1999
Streaming Media Interfaces for Chat
Dave Vronay, Marc Smith, Steven Drucker
April 1999
The Commons: A Toolkit for the Quantitative Analysis of Trust and Cooperation in Online Environments
Steven Drucker, Peter Kollock, Joshua Berman
January 1999
Visualizations of Collaborative Information for End-Users
Rebecca Xiong, Marc A. Smith, Steven Drucker
January 1999
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The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success and Failure of Electronic Factors
Josh Berman, Steven Drucker, Peter Kollock
MSR-TR-98-51 | October 1998
The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success or Failure of Electronic Societies
Steven Drucker, Peter Kollock, Joshua Berman
October 1998
The architecture of a distributed virtual worlds system
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems | April 1998
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems - Volume 4
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CINEMA: A System for Procedural Camera Movements
Steven Drucker, Tinsley A. Galyean, David Zeltzer
May 1995
CamDroid: A System for Implementing Intelligent Camera Control
Steven Drucker, David Zeltzer
April 1995
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Intelligent Camera Control in a Virtual Environment
Steven Drucker, David Zeltzer
May 1994
Intelligent Camera Control for Graphical Environments
April 1994
April 1994
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A Virtual Environment System for Mission Planning
David Zeltzer, Steven Drucker
July 1992
Fast Radiosity Using a Data Parallel Architecture
Steven Drucker, Peter Schroder
May 1992
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Task-level robot learning: juggling a tennis ball more accurately
E. Aboaf, Steven Drucker, C.G. Atkeson
Robotics and Automation, 1989. Proceedings., 1989 IEEE International Conference on | August 1989
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Connections in context: the Intermedia systems
Nicole Yankelovich, B. J. Haan, Steven Drucker
Proceedings of the Twenty-First Annual Hawaii International Conference on System Sciences | May 1988
Intermedia: The Concept and the Construction of a Seamless Information Environment
Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Drucker
Computer | January 1988, Vol 21: pp. 81-96
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Performance analysis of a tactile sensor
Steven Drucker, D. Siegel, I. Garabieta
IEEE International Conference on Robotics and Automation | June 1987
Publications by Research Area
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
A system for real-time interactive analysis of deep learning training
Shital Shah, Roland Fernandez, Steven Drucker
EICS | June 2019
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
Stat! – An Interactive Analytics Environment for Big Data
Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
-
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
CHI 2022 | April 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations
Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Drucker, Fereshteh Amini, Ken Hinckley
CHI 2020 | March 2020
(to appear)
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Published by Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Published by SpringerLink | 2018, Vol 11190
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Published by Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Published by Taylor Francis | 2018
ISBN: 9781315281575
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
Stat! – An Interactive Analytics Environment for Big Data
Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
Published by Microsoft
Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
Embodied Social Proxy: Connecting Hub-and-Satellite Teams
Gina Venolia, John Tang, Ruy Cervantes, Sara Bly, George Robertson, Kori Inkpen, Steven Drucker, Bongshin Lee
Proceedings of CSCW 2010 | February 2010
Proceedings of CSCW 2010
This abstract and video were part of the CSCW 2010 Video program.
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC '06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
Dance Your Work Away: Exploring Step User Interfaces
Brian Meyers, A.J. Brush, Steven Drucker, Marc A. Smith, Mary Czerwinski
April 2006
-
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Published by Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Published by SpringerLink | 2018, Vol 11190
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Published by Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Published by Taylor Francis | 2018
ISBN: 9781315281575
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2
ISBN: 978-1-906124-06-9
-
Strategies for Reuse and Sharing among Data Scientists in Software Teams
Will Epperson, April Wang, Robert DeLIne, Steven Drucker
ICSE 2022 | May 2022
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE '16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections
Gang Hua, Paul Viola, Steven Drucker
Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on | January 2007
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC '06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
-
Token TV: Sharing Preferences for Television DVR Recording
Curtis Wong, Steven Drucker
April 2001
The Role of Eye Gaze in Avatar Mediated Conversational Interfaces
R. Alex Colburn, Michael Cohen, Steven Drucker
MSR-TR-2000-81 | July 2000
The Social Life of Small Graphical Chat Spaces
Marc A. Smith, Steven Drucker, Shelly D. Farnham
September 1999
The Effect of Communication Modality on Cooperation in Online Environments
Steven Drucker, Shelly D. Farnham, Carlos Jensen, Peter Kollock
MSR-TR-99-75 | September 1999
Moving from MOOs to Multi-User Applications
May 1999
Streaming Media Interfaces for Chat
Dave Vronay, Marc Smith, Steven Drucker
April 1999
Visualizations of Collaborative Information for End-Users
Rebecca Xiong, Marc A. Smith, Steven Drucker
January 1999
CamDroid: A System for Implementing Intelligent Camera Control
Steven Drucker, David Zeltzer
April 1995
Intelligent Camera Control in a Virtual Environment
Steven Drucker, David Zeltzer
May 1994
Intelligent Camera Control for Graphical Environments
April 1994
April 1994
A Virtual Environment System for Mission Planning
David Zeltzer, Steven Drucker
July 1992
Task-level robot learning: juggling a tennis ball more accurately
E. Aboaf, Steven Drucker, C.G. Atkeson
Robotics and Automation, 1989. Proceedings., 1989 IEEE International Conference on | August 1989
Connections in context: the Intermedia systems
Nicole Yankelovich, B. J. Haan, Steven Drucker
Proceedings of the Twenty-First Annual Hawaii International Conference on System Sciences | May 1988
Intermedia: The Concept and the Construction of a Seamless Information Environment
Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Drucker
Computer | January 1988, Vol 21: pp. 81-96
Performance analysis of a tactile sensor
Steven Drucker, D. Siegel, I. Garabieta
IEEE International Conference on Robotics and Automation | June 1987
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
Texture from Touch
Natural Computation | Published by MIT Press | 2015 | Natural Computation edition
A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
Quality Prediction for Image Completion
Johannes Kopf, Wolf Kienzle, Steven Drucker, Sing Bing Kang
Proceedings of ACM SIGGRAPH Asia | September 2012
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
TimeSlice: Interactive Faceted Browsing of Timeline Data
Jian Zhao, Steven Drucker, Danyel Fisher, Donald Brinkman
AVI'12: Proceedings of the International Working Conference on Advanced Visual Interfaces, Capri Island, Italy | May 2012
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
Published by Microsoft
Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
A data parallel algorithm for raytracing of heterogeneous databases
Peter Schroder, Steven Drucker
Proceedings of the conference on Graphics interface'92 table of contents | May 2011
ImageFlow: Streaming Image Search
Varun Jampani, Gonzalo Ramos, Steven Drucker
MSR-TR-2010-148 | November 2010
Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2
ISBN: 978-1-906124-06-9
The Cartoon Animation Filter
Jue Wang, Steven Drucker, Maneesh Agrawala, Michael Cohen
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2006) | July 2006
ISBN: 1-59593-364-6
The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
v4v: a View for the Viewer
Mira Dontcheva, Steven Drucker, Michael Cohen
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
MediaBrowser: reclaiming the shoebox
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
Proceedings of the working conference on Advanced visual interfaces | January 2004
Proceedings of the working conference on Advanced visual interfaces
Interactive digital photomontage
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, Michael Cohen
ACM Transactions on Graphics (TOG) | January 2004, Vol 23: pp. 294-302
Photo-triage: Rapidly annotating your digital photographs
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
MSR-TR-2003-99 | December 2003
Spectator Games: A New Entertainment Modality For Networked Multiplayer Games
Steven Drucker, Li-wei He, Michael Cohen, Curtis Wong, Anoop Gupta
MSR-TR-2003-105 | January 2003
SmartSkip: Consumer Level Browsing and Skipping of Digital Video Content
Steven Drucker, Asta Roseway, Steven De Mar, Curtis Wong
Proceedings of the SIGCHI conference on Human factors in computing systems: Changing our world, changing ourselves | April 2002
-
Flatland: Rapid Prototyping of Distributed Internet Applications
Harry Chesley, Greg Kimberly, Steven Drucker, Anoop Gupta, Steve White
MSR-TR-2001-73 | August 2001
The Commons: A Toolkit for the Quantitative Analysis of Trust and Cooperation in Online Environments
Steven Drucker, Peter Kollock, Joshua Berman
January 1999
The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success or Failure of Electronic Societies
Steven Drucker, Peter Kollock, Joshua Berman
October 1998
The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success and Failure of Electronic Factors
Josh Berman, Steven Drucker, Peter Kollock
MSR-TR-98-51 | October 1998
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
Graphical Enhancements for Voice Only Conference Calls
R. Alex Colburn, Michael Cohen, Steven Drucker, Anoop Gupta, Scott LeeTiernan, Scott Counts
MSR-TR-2001-95 | October 2001
-
Fast Radiosity Using a Data Parallel Architecture
Steven Drucker, Peter Schroder
May 1992
Quality Prediction for Image Completion
Johannes Kopf, Wolf Kienzle, Steven Drucker, Sing Bing Kang
Proceedings of ACM SIGGRAPH Asia | September 2012
TimeSlice: Interactive Faceted Browsing of Timeline Data
Jian Zhao, Steven Drucker, Danyel Fisher, Donald Brinkman
AVI'12: Proceedings of the International Working Conference on Advanced Visual Interfaces, Capri Island, Italy | May 2012
Attaching UI enhancements to websites with end users
Michael Toomim, Steven Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
Proceedings of the 27th international conference on Human factors in computing systems
ISBN: 978-1-60558-246-7
-
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
Embodied Social Proxy: Connecting Hub-and-Satellite Teams
Gina Venolia, John Tang, Ruy Cervantes, Sara Bly, George Robertson, Kori Inkpen, Steven Drucker, Bongshin Lee
Proceedings of CSCW 2010 | February 2010
Proceedings of CSCW 2010
This abstract and video were part of the CSCW 2010 Video program.
-
CINEMA: A System for Procedural Camera Movements
Steven Drucker, Tinsley A. Galyean, David Zeltzer
May 1995
Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
Embodied Social Proxy: Connecting Hub-and-Satellite Teams
Gina Venolia, John Tang, Ruy Cervantes, Sara Bly, George Robertson, Kori Inkpen, Steven Drucker, Bongshin Lee
Proceedings of CSCW 2010 | February 2010
Proceedings of CSCW 2010
This abstract and video were part of the CSCW 2010 Video program.
Exploring websites through contextual facets
Yevgeniy Medynskiy, Mira Dontcheva, Steven Drucker
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
ISBN: 978-1-60558-246-7
-
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
Published by Microsoft
ImageFlow: Streaming Image Search
Varun Jampani, Gonzalo Ramos, Steven Drucker
MSR-TR-2010-148 | November 2010
Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
Image Stacks
Michael Cohen, Alex Colburn, Steven Drucker
MSR-TR-2003-40 | July 2003
-
Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
Changes in Webpage Structure over Time
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
TR2007-04-02 | April 2007
Relations, Cards, and Search Templates: User-Guided Web Data Integration and Layout
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
Proceedings of the 20th annual ACM symposium on User Interface Software and Technology | January 2007
Find that photo!: interface strategies to annotate, browse, and share
Ben Shneiderman, Benjamin B. Bederson, Steven Drucker
Commun. ACM | January 2006, Vol 49: pp. 69-71
Summarizing Personal Web Browsing Sessions
Mira Dontcheva, Steven Drucker, Geraldine Wade, David Salesin, Michael Cohen
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
-
The architecture of a distributed virtual worlds system
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems | April 1998
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems - Volume 4
The Visual Decision Maker – A Movie Recommender for Co-Located Users
Tim Regan, Steven Drucker, Markus Lofstrom, Asta Glatzer
MSR-TR-2002-77 | October 2002
Publications by Type
-
Token TV: Sharing Preferences for Television DVR Recording
Curtis Wong, Steven Drucker
April 2001
The Social Life of Small Graphical Chat Spaces
Marc A. Smith, Steven Drucker, Shelly D. Farnham
September 1999
Moving from MOOs to Multi-User Applications
May 1999
Streaming Media Interfaces for Chat
Dave Vronay, Marc Smith, Steven Drucker
April 1999
The Commons: A Toolkit for the Quantitative Analysis of Trust and Cooperation in Online Environments
Steven Drucker, Peter Kollock, Joshua Berman
January 1999
Visualizations of Collaborative Information for End-Users
Rebecca Xiong, Marc A. Smith, Steven Drucker
January 1999
The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success or Failure of Electronic Societies
Steven Drucker, Peter Kollock, Joshua Berman
October 1998
The architecture of a distributed virtual worlds system
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems | April 1998
Proceedings of the 4th conference on USENIX Conference on Object-Oriented Technologies and Systems - Volume 4
CINEMA: A System for Procedural Camera Movements
Steven Drucker, Tinsley A. Galyean, David Zeltzer
May 1995
CamDroid: A System for Implementing Intelligent Camera Control
Steven Drucker, David Zeltzer
April 1995
Intelligent Camera Control in a Virtual Environment
Steven Drucker, David Zeltzer
May 1994
A Virtual Environment System for Mission Planning
David Zeltzer, Steven Drucker
July 1992
Fast Radiosity Using a Data Parallel Architecture
Steven Drucker, Peter Schroder
May 1992
Task-level robot learning: juggling a tennis ball more accurately
E. Aboaf, Steven Drucker, C.G. Atkeson
Robotics and Automation, 1989. Proceedings., 1989 IEEE International Conference on | August 1989
Connections in context: the Intermedia systems
Nicole Yankelovich, B. J. Haan, Steven Drucker
Proceedings of the Twenty-First Annual Hawaii International Conference on System Sciences | May 1988
Performance analysis of a tactile sensor
Steven Drucker, D. Siegel, I. Garabieta
IEEE International Conference on Robotics and Automation | June 1987
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
Strategies for Reuse and Sharing among Data Scientists in Software Teams
Will Epperson, April Wang, Robert DeLIne, Steven Drucker
ICSE 2022 | May 2022
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
CHI 2022 | April 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations
Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Drucker, Fereshteh Amini, Ken Hinckley
CHI 2020 | March 2020
(to appear)
A system for real-time interactive analysis of deep learning training
Shital Shah, Roland Fernandez, Steven Drucker
EICS | June 2019
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE '16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
Stat! – An Interactive Analytics Environment for Big Data
Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
Quality Prediction for Image Completion
Johannes Kopf, Wolf Kienzle, Steven Drucker, Sing Bing Kang
Proceedings of ACM SIGGRAPH Asia | September 2012
TimeSlice: Interactive Faceted Browsing of Timeline Data
Jian Zhao, Steven Drucker, Danyel Fisher, Donald Brinkman
AVI'12: Proceedings of the International Working Conference on Advanced Visual Interfaces, Capri Island, Italy | May 2012
Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
A data parallel algorithm for raytracing of heterogeneous databases
Peter Schroder, Steven Drucker
Proceedings of the conference on Graphics interface'92 table of contents | May 2011
Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
Embodied Social Proxy: Connecting Hub-and-Satellite Teams
Gina Venolia, John Tang, Ruy Cervantes, Sara Bly, George Robertson, Kori Inkpen, Steven Drucker, Bongshin Lee
Proceedings of CSCW 2010 | February 2010
Proceedings of CSCW 2010
This abstract and video were part of the CSCW 2010 Video program.
Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
Exploring websites through contextual facets
Yevgeniy Medynskiy, Mira Dontcheva, Steven Drucker
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
ISBN: 978-1-60558-246-7
Attaching UI enhancements to websites with end users
Michael Toomim, Steven Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson
Proceedings of the 27th international conference on Human factors in computing systems | January 2009
Proceedings of the 27th international conference on Human factors in computing systems
ISBN: 978-1-60558-246-7
Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction - Volume 2
ISBN: 978-1-906124-06-9
Relations, Cards, and Search Templates: User-Guided Web Data Integration and Layout
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
Proceedings of the 20th annual ACM symposium on User Interface Software and Technology | January 2007
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections
Gang Hua, Paul Viola, Steven Drucker
Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on | January 2007
The Cartoon Animation Filter
Jue Wang, Steven Drucker, Maneesh Agrawala, Michael Cohen
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2006) | July 2006
ISBN: 1-59593-364-6
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC '06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
Dance Your Work Away: Exploring Step User Interfaces
Brian Meyers, A.J. Brush, Steven Drucker, Marc A. Smith, Mary Czerwinski
April 2006
Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
Summarizing Personal Web Browsing Sessions
Mira Dontcheva, Steven Drucker, Geraldine Wade, David Salesin, Michael Cohen
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
v4v: a View for the Viewer
Mira Dontcheva, Steven Drucker, Michael Cohen
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
MediaBrowser: reclaiming the shoebox
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
Proceedings of the working conference on Advanced visual interfaces | January 2004
Proceedings of the working conference on Advanced visual interfaces
SmartSkip: Consumer Level Browsing and Skipping of Digital Video Content
Steven Drucker, Asta Roseway, Steven De Mar, Curtis Wong
Proceedings of the SIGCHI conference on Human factors in computing systems: Changing our world, changing ourselves | April 2002
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Intermedia: The Concept and the Construction of a Seamless Information Environment
Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Drucker
Computer | January 1988, Vol 21: pp. 81-96
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
Find that photo!: interface strategies to annotate, browse, and share
Ben Shneiderman, Benjamin B. Bederson, Steven Drucker
Commun. ACM | January 2006, Vol 49: pp. 69-71
Interactive digital photomontage
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, Michael Cohen
ACM Transactions on Graphics (TOG) | January 2004, Vol 23: pp. 294-302
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Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Published by Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Published by SpringerLink | 2018, Vol 11190
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Published by Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Published by Taylor Francis | 2018
ISBN: 9781315281575
Texture from Touch
Natural Computation | Published by MIT Press | 2015 | Natural Computation edition
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Flatland: Rapid Prototyping of Distributed Internet Applications
Harry Chesley, Greg Kimberly, Steven Drucker, Anoop Gupta, Steve White
MSR-TR-2001-73 | August 2001
The Role of Eye Gaze in Avatar Mediated Conversational Interfaces
R. Alex Colburn, Michael Cohen, Steven Drucker
MSR-TR-2000-81 | July 2000
The Effect of Communication Modality on Cooperation in Online Environments
Steven Drucker, Shelly D. Farnham, Carlos Jensen, Peter Kollock
MSR-TR-99-75 | September 1999
The Commons: A Toolkit for the Quantitative Analysis of Factors in the Success and Failure of Electronic Factors
Josh Berman, Steven Drucker, Peter Kollock
MSR-TR-98-51 | October 1998
A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
Published by Microsoft
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
ImageFlow: Streaming Image Search
Varun Jampani, Gonzalo Ramos, Steven Drucker
MSR-TR-2010-148 | November 2010
Changes in Webpage Structure over Time
Mira Dontcheva, Steven Drucker, David Salesin, Michael Cohen
TR2007-04-02 | April 2007
Photo-triage: Rapidly annotating your digital photographs
Steven Drucker, Curtis Wong, Asta Roseway, Steve Glenner, Steve De Mar
MSR-TR-2003-99 | December 2003
Image Stacks
Michael Cohen, Alex Colburn, Steven Drucker
MSR-TR-2003-40 | July 2003
Spectator Games: A New Entertainment Modality For Networked Multiplayer Games
Steven Drucker, Li-wei He, Michael Cohen, Curtis Wong, Anoop Gupta
MSR-TR-2003-105 | January 2003
The Visual Decision Maker – A Movie Recommender for Co-Located Users
Tim Regan, Steven Drucker, Markus Lofstrom, Asta Glatzer
MSR-TR-2002-77 | October 2002
Graphical Enhancements for Voice Only Conference Calls
R. Alex Colburn, Michael Cohen, Steven Drucker, Anoop Gupta, Scott LeeTiernan, Scott Counts
MSR-TR-2001-95 | October 2001
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Intelligent Camera Control for Graphical Environments
April 1994
April 1994